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20 Best Web Search MCP Servers: compared and ranked, November 2026Ranked from 2,120 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents and developers to inspect Obsidian vault knowledge graphs, navigate backlinks, detect broken wikilinks, lint note compliance, search indexed notes, and scaffold standards-compliant Markdown notes via MCP.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides hybrid search (BM25 + vector) and staleness reporting for local markdown notes, exposing search and indexing tools to AI assistants via MCP.
    6 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI assistants to run the real Obsidian Tasks query language against a Markdown vault via MCP, supporting filters, relative dates, dependencies, grouping, sorting, and query explanations without requiring Obsidian to be running.
    3
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Self-hosted MCP server that provides embedding-powered semantic search with graph context over Obsidian vaults, supporting multiple vaults, local embeddings, and a web dashboard.
    23 PyPI
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to run semantic search over local Obsidian or Markdown vaults, returning notes ranked by meaning with paths, headings, scores, and snippets, and to trigger incremental reindexing of changed notes. Everything runs on the user's own machine, so no note content leaves it.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    This MCP server enables AI tools to read Dedao Brain (formerly Get Notes) web notes from a free account, exposing AI summaries, original transcripts, and audio attachment links or downloads, with an accompanying CLI.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables natural-language semantic search over your own local files through an MCP server, fully offline without API keys or a server daemon, with optional LLM-grounded answers and exact file:line sources.
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Exposes Google Keep notes as tools so MCP clients like Claude Code or Claude Desktop can read and manage them, connecting through the unofficial gkeepapi client since Keep has no official public API.
    2
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables semantic search over markdown files to find related notes by meaning rather than keywords, and automatically detect duplicate content before creating new notes.
    3
    2
    BSD 2-Clause "Simplified"
  • A
    license
    B
    quality
    A
    maintenance
    Enables local hybrid search over Obsidian and Markdown vaults via MCP, combining vector retrieval, full-text search, reranking, graph navigation, and safe CRUD while keeping data local.
    43
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables local semantic and full-text search over Markdown notes through MCP, returning relevant passages ranked by meaning and exact terms without requiring a GPU or hosted APIs.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides ranked full-text search over Obsidian vaults using SQLite FTS5, BM25 scoring, and multilingual stemming, adding a vault_fts_search tool to find relevant notes beyond exact line matches.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A zero-config personal knowledge management MCP server that enables Claude Desktop to automatically classify, search, and organize local Markdown notes using hybrid search and Graph RAG.
    4
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables fast local hybrid search over a folder of markdown files via MCP, combining BM25 and vector similarity with explicit relevance verdicts and no LLM or network calls at query time.
    1
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables coding agents to save, search, and recall Markdown notes as persistent memory over MCP using a local index. Exposes remember, search, and recall tools so agents can reuse prior decisions and context across sessions.
    8
    597 npm
    40
    Apache 2.0
  • A
    license
    D
    quality
    A
    maintenance
    A TypeScript-based MCP server that enables users to query financial news, stock data, and index information while managing text notes with creation and summarization capabilities.
    5
    93 npm
    867
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables local MCP clients to list, read, write, and search notes in an Obsidian vault via an HTTP server running inside Obsidian.
    7,779 npm
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Connects AI clients such as Google Gemini Web, Claude Desktop, and Cursor to a personal vault and cloud storage, letting them list, read, write, and append Markdown notes and search or read documents anywhere on a personal drive through secure OAuth 2.0 authentication over Streamable HTTP or SSE.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables synchronization and management of FoundryVTT journal entries within a Notion Story Bible, including media export and conflict resolution tools. It provides a Model Context Protocol interface for LLMs to preview, apply, and monitor data mirroring between tabletop RPG platforms and digital databases.
    ISC